Deep Dive into Mainstream Agent Memory Architectures

An analysis of Cognee, Graphiti, and Neo4j reveals that their agent memory architectures share a strong consensus. They all converge on a heavy knowledge graph approach featuring ontology, LLM extraction, and deduplication.

2026-07-15 ~ 2026-07-15 · 2 related posts

• 10 Consensuses on Agent Memory Architecture — pauliusztin · 2026-07-15
• Deconstructing Mainstream Agent Memory Architectures — pauliusztin · 2026-07-15